Autonomous Research
federicodeponte/opendraft
An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter.
Compile a structured literature survey on any AI/ML topic. An agent skill from rohitg00/pro-workflow.
Install Survey Generator
$ npx skills add rohitg00/pro-workflow --skill survey-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rohitg00/pro-workflow survey-generator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/survey-generator .claude/skills/survey-generator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "survey-generator" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/survey-generator into .claude/skills/survey-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-generator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/rohitg00/pro-workflow/tree/main/skills/survey-generatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add rohitg00/pro-workflow --skill survey-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rohitg00/pro-workflow survey-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/survey-generator .agents/skills/survey-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "survey-generator" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/survey-generator into .agents/skills/survey-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-generator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rohitg00/pro-workflow --skill survey-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rohitg00/pro-workflow survey-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/survey-generator .cursor/skills/survey-generator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "survey-generator" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/survey-generator into .cursor/skills/survey-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-generator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/rohitg00/pro-workflow.git --path skills/survey-generator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add rohitg00/pro-workflow --skill survey-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rohitg00/pro-workflow survey-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/survey-generator .gemini/skills/survey-generator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "survey-generator" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/survey-generator into .gemini/skills/survey-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-generator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install rohitg00/pro-workflow survey-generatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add rohitg00/pro-workflow --skill survey-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/survey-generator .github/skills/survey-generator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "survey-generator" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/survey-generator into .github/skills/survey-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-generator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rohitg00/pro-workflow --skill survey-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rohitg00/pro-workflow survey-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/survey-generator .opencode/skills/survey-generator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "survey-generator" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/survey-generator into .opencode/skills/survey-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-generator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
survey-generator- GitHub stars
- 2.9k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 470 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 41
- Repo updated
- First seen
- Licence
- None found
At a glance
Compile a structured literature survey on any AI/ML topic. An agent skill from rohitg00/pro-workflow.
- Works in 4 steps: Read the anchor → Build research_bundle.json → Run the generator → …
- The user asks for a survey
- SKILL.md covers Diff vs dair-academy version, When to use, Inputs and Workflow (the agent runs these…, plus 3 more sections
- Runs JavaScript scripts from its folder; calls node
What it does
Survey Generator is an agent skill from rohitg00/pro-workflow. Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a public anchor resource, then a chosen LLM generates the survey artifact. Output target is a wiki page (markdown), not a one-off HTML — survey lands in <wiki/derived/surveys/<slug.md with full bibliography rows in sources.md. Provider-agnostic (Anthropic/OpenAI/OpenRouter/Fireworks/custom OpenAI-compat). Use when the user asks for a "survey", "literature review"…
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `scripts/build-survey.js` and `templates/research_bundle.template.json`).
It sits in Research & Science, covering Citation management, Model routing and gateways and Literature review. It works with OpenAI and OpenRouter. The repository describes itself as: Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested…
When your agent uses it
- The user asks for a survey
- Literature review
- Deep dive on a technical topic
Example prompts
- “survey”
- “literature review”
- “lit review”
- “/survey-generator”
Requirements
- Node.js
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Read the anchor
- Build research_bundle.json
- Run the generator
- Iterate
What it can do on your machine
Read from SKILL.md and the folder at commit 86d5f27. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
node
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Survey Generator loads about 1.6k tokens when it runs. Until then it costs about 147 tokens; SKILL.md has 470 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 470 words (~1,575 tokens).
“Provider-agnostic literature-survey artifact generator. Output flows into a pro-workflow wiki, not a standalone HTML file — survives sessions and indexes for FTS5 retrieval.”
- name
- survey-generator
- user-invocable
- true
Files
SKILL.md and 2 other files (scripts) in skills/survey-generator of rohitg00/pro-workflow.
- SKILL.md
- scripts/build-survey.js
- templates/research_bundle.template.json
Open the folder on GitHubat commit 86d5f27
Compare with similar skills
Survey Generator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Survey Generator this skillrohitg00/pro-workflow | 2.9k | — | ~1.6k | Automated safety check: Pass | None | |
| Autonomous Researchfedericodeponte/opendraft | 507 | — | ~8.2k | Automated safety check: Pass | Apache-2.0 | |
| Academic Integrity Rewritelin1111-1/academic-integrity-rewrite | 102 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Research Lookupdavila7/claude-code-templates | 32k | 9 repos | ~5k | Automated safety check: Notes | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT |
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Research Lookup
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Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
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Wiki Query
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Wiki Research Loop
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Wiki Viewer
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Render a self-contained HTML viewer for a pro-workflow wiki.
Auto Setup
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Related
Works with
Categories
Questions about Survey Generator
What does Survey Generator do?
Compile a structured literature survey on any AI/ML topic. An agent skill from rohitg00/pro-workflow. Survey Generator is an agent skill from rohitg00/pro-workflow. Compile a structured literature survey on any AI/ML topic.
When should I use Survey Generator?
Survey Generator fits situations like: the user asks for a survey; literature review; deep dive on a technical topic.
How do I install Survey Generator in Claude Code?
Run `npx skills add rohitg00/pro-workflow --skill survey-generator -a claude-code`. Or copy the skill folder (skills/survey-generator in rohitg00/pro-workflow) into .claude/skills/survey-generator in your project. Claude Code loads it when a task matches its description.
How do I install Survey Generator in Codex?
Run `npx skills add rohitg00/pro-workflow --skill survey-generator -a codex`. Or copy the skill folder (skills/survey-generator in rohitg00/pro-workflow) into .agents/skills/survey-generator in your project. Codex loads it when a task matches its description.
Can I use Survey Generator in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rohitg00/pro-workflow --skill survey-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/survey-generator, .gemini/skills/survey-generator, .github/skills/survey-generator and .opencode/skills/survey-generator in your project.
What does Survey Generator need to run?
Going by SKILL.md and its folder, Survey Generator needs JavaScript for the scripts in its folder and the command-line tools its instructions call (node). Our summary lists: Node.js.
Does Survey Generator access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Survey Generator safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Survey Generator use?
No licence was found for Survey Generator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Survey Generator use?
About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Survey Generator?
Skills that share tags, products or a category with Survey Generator: Autonomous Research (federicodeponte/opendraft, 507 stars), Academic Integrity Rewrite (lin1111-1/academic-integrity-rewrite, 102 stars), Research Lookup (davila7/claude-code-templates, 32k stars) and Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Survey Generator?
rohitg00 (a GitHub user) maintains it in rohitg00/pro-workflow, which has 2,907 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on September 29, 2026.
Source: rohitg00/pro-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.